{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Download Sentinel data"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Morten Dam Jorgensen <mdj@mdj.dk>"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "This notebook illustrates how to download data for Ship detection.\n",
    "\n",
    "To generate GeoJSON files, visit http://www.marineregions.org/gazetteer.php?p=details&id=8438 for ShapeFiles. These are too complex for the Science Hub. Use QGIS to manually draw a simplifed region.\n",
    "\n",
    "Sentinelsat API: https://github.com/sentinelsat/sentinelsat/blob/master/docs/api.rst"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from sentinelsat.sentinel import SentinelAPI, read_geojson, geojson_to_wkt\n",
    "from datetime import date\n",
    "import os\n",
    "\n",
    "import geopandas as gpd\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "%matplotlib inline\n",
    "plt.rcParams['figure.figsize'] = (20, 10)\n",
    "\n",
    "# connect to the API\n",
    "api = SentinelAPI(os.environ['DHUS_USER'], os.environ['DHUS_PASSWORD'], os.environ['DHUS_URL'])"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Tag region - overlapping with AIS data"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "api.query(filename=\"S1A_IW_SLC__1SDV_20181006T054021_20181006T054048_024011_029F96_1702*\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 78,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Number of products found: 42\n"
     ]
    }
   ],
   "source": [
    "\n",
    "# search by polygon, time, and Hub query keywords\n",
    "footprint = geojson_to_wkt(read_geojson('../regions/eez_dk_simple.geojson'))\n",
    "\n",
    "products = api.query(footprint,\n",
    "#                      date = ('20181006', date(2018, 6, 10)),\n",
    "                     date = ('NOW-7DAYS', 'NOW'),\n",
    "                     platformname = 'Sentinel-1', producttype='SLC')\n",
    "\n",
    "print(\"Number of products found: %s\" % len(products))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 79,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x7f68b720a4e0>"
      ]
     },
     "execution_count": 79,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x720 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "world = gpd.read_file(gpd.datasets.get_path('naturalearth_lowres'))\n",
    "wbase = world.plot()\n",
    "api.to_geodataframe(products).plot(ax=wbase, color=\"red\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "# download single scene by known product id\n",
    "api.download(<product_id>)\n",
    "\n",
    "# search by polygon, time, and Hub query keywords\n",
    "footprint = geojson_to_wkt(read_geojson('map.geojson'))\n",
    "products = api.query(footprint,\n",
    "                     date = ('20151219', date(2015, 12, 29)),\n",
    "                     platformname = 'Sentinel-2',\n",
    "                     cloudcoverpercentage = (0, 30))\n",
    "\n",
    "# download all results from the search\n",
    "api.download_all(products)\n",
    "\n",
    "# GeoJSON FeatureCollection containing footprints and metadata of the scenes\n",
    "api.to_geojson(products)\n",
    "\n",
    "# GeoPandas GeoDataFrame with the metadata of the scenes and the footprints as geometries\n",
    "api.to_geodataframe(products)\n",
    "\n",
    "# Get basic information about the product: its title, file size, MD5 sum, date, footprint and\n",
    "# its download url\n",
    "api.get_product_odata(<product_id>)\n",
    "\n",
    "# Get the product's full metadata available on the server\n",
    "api.get_product_odata(<product_id>, full=True)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Probe region - operational data where no AIS data is available"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [],
   "source": [
    "world = gpd.read_file(gpd.datasets.get_path('naturalearth_lowres'))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 54,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Querying products: 100%|██████████| 1281/1281 [00:21<00:00, 40.66 products/s]\n"
     ]
    }
   ],
   "source": [
    "\n",
    "# search by polygon, time, and Hub query keywords\n",
    "footprint = geojson_to_wkt(read_geojson('../regions/eez_greenland_simple.geojson'))\n",
    "\n",
    "products = api.query(footprint,\n",
    "                     date = ('20151219', date(2015, 12, 29)),\n",
    "                     platformname = 'Sentinel-1')\n",
    "\n",
    "print(\"Number of products found: %s\" % len(products))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 55,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x7f68b7112710>"
      ]
     },
     "execution_count": 55,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1440x720 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "wbase = world.plot()\n",
    "api.to_geodataframe(products).plot(ax=wbase, color=\"red\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 56,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "1281"
      ]
     },
     "execution_count": 56,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
